{"id":"W2922208491","doi":"10.5206/uwomj.v85i2.4149","title":"Microneedle patch vaccine","year":2016,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vaccination; Clinical trial; Skin patch; Intensive care medicine; Immunology; Pathology; Dermatology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005028332,0.0001294177,0.0002376671,0.00008835685,0.0001910418,0.000004128977,0.0005239879,0.0002557573,0.02765255],"category_scores_gemma":[0.00003742716,0.0001025489,0.0001116309,0.0000524725,0.0002215585,0.0002070838,0.0001124567,0.0008272023,0.0001840913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002871544,"about_ca_system_score_gemma":0.0003843817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002026021,"about_ca_topic_score_gemma":0.03003111,"domain_scores_codex":[0.9986973,0.0001843188,0.000250956,0.0001609417,0.0003811363,0.000325319],"domain_scores_gemma":[0.9989009,0.0002048476,0.0001630904,0.0001132275,0.0001107513,0.0005071752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001361362,0.000548428,0.818277,0.00002285324,0.0004382685,0.001689886,0.003124356,0.00001805663,0.007451406,0.00006325328,0.009746851,0.1572583],"study_design_scores_gemma":[0.009527488,0.0002913205,0.06538256,0.0001950281,0.0002102969,0.0006832641,0.0004052204,0.00002517781,0.002849267,0.0002301703,0.9199281,0.0002721392],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700183,0.0001266429,0.02259127,0.004253835,0.0008753661,0.0000827527,0.00001710597,0.00002341019,0.002011372],"genre_scores_gemma":[0.9841452,0.0009113518,0.0005813591,0.00110372,0.0001902343,8.166084e-8,0.000002865531,0.00001102796,0.01305415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9101812,"threshold_uncertainty_score":0.9876683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05460649978239748,"score_gpt":0.3519584999354506,"score_spread":0.2973520001530532,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}